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Non-invasive vocal biomarker is associated with pulmonary hypertension

Emerging data suggest that noninvasive voice biomarker analysis is associated with coronary artery disease. We recently showed that a vocal biomarker was associated with hospitalization and heart failure in patients with heart failure. We evaluate the association between a vocal biomarker and invasi...

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Autores principales: Sara, Jaskanwal Deep Singh, Maor, Elad, Borlaug, Barry, Lewis, Bradley R., Orbelo, Diana, Lerman, Lliach O., Lerman, Amir
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7162478/
https://www.ncbi.nlm.nih.gov/pubmed/32298301
http://dx.doi.org/10.1371/journal.pone.0231441
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author Sara, Jaskanwal Deep Singh
Maor, Elad
Borlaug, Barry
Lewis, Bradley R.
Orbelo, Diana
Lerman, Lliach O.
Lerman, Amir
author_facet Sara, Jaskanwal Deep Singh
Maor, Elad
Borlaug, Barry
Lewis, Bradley R.
Orbelo, Diana
Lerman, Lliach O.
Lerman, Amir
author_sort Sara, Jaskanwal Deep Singh
collection PubMed
description Emerging data suggest that noninvasive voice biomarker analysis is associated with coronary artery disease. We recently showed that a vocal biomarker was associated with hospitalization and heart failure in patients with heart failure. We evaluate the association between a vocal biomarker and invasively measured indices of pulmonary hypertension (PH). Patients were referred for an invasive cardiac hemodynamic study between January 2017 and December 2018, and had their voices recorded on three separate occasions to their smartphone prior to each study. A pre-established vocal biomarker was determined based on each individual recording. The intra-class correlation co-efficient between the separate voice recording biomarker values for each individual participant was 0.829 (95% CI 0.740–0.889) implying very good agreement between values. Thus, the mean biomarker was calculated for each patient. Patients were divided into two groups: high pulmonary arterial pressure (PAP) defined as ≥ 35 mmHg (moderate or greater PH), versus lower PAP. Eighty three patients, mean age 61.6 ± 15.1 years, 37 (44.6%) male, were included. Patients with a high mean PAP (≥ 35 mmHg) had on average significantly higher values of the mean voice biomarker compared to those with a lower mean PAP (0.74 ± 0.85 vs. 0.40 ± 0.88 p = 0.046). Multivariate logistic regression showed that an increase in the mean voice biomarker by 1 unit was associated with a high PAP, odds ratio 2.31, 95% CI 1.05–5.07, p = 0.038. This study shows a relationship between a noninvasive vocal biomarker and an invasively derived hemodynamic index related to PH obtained during clinically indicated cardiac catheterization. These results may have important practical clinical implications for telemedicine and remote monitoring of patients with heart failure and PH.
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spelling pubmed-71624782020-04-21 Non-invasive vocal biomarker is associated with pulmonary hypertension Sara, Jaskanwal Deep Singh Maor, Elad Borlaug, Barry Lewis, Bradley R. Orbelo, Diana Lerman, Lliach O. Lerman, Amir PLoS One Research Article Emerging data suggest that noninvasive voice biomarker analysis is associated with coronary artery disease. We recently showed that a vocal biomarker was associated with hospitalization and heart failure in patients with heart failure. We evaluate the association between a vocal biomarker and invasively measured indices of pulmonary hypertension (PH). Patients were referred for an invasive cardiac hemodynamic study between January 2017 and December 2018, and had their voices recorded on three separate occasions to their smartphone prior to each study. A pre-established vocal biomarker was determined based on each individual recording. The intra-class correlation co-efficient between the separate voice recording biomarker values for each individual participant was 0.829 (95% CI 0.740–0.889) implying very good agreement between values. Thus, the mean biomarker was calculated for each patient. Patients were divided into two groups: high pulmonary arterial pressure (PAP) defined as ≥ 35 mmHg (moderate or greater PH), versus lower PAP. Eighty three patients, mean age 61.6 ± 15.1 years, 37 (44.6%) male, were included. Patients with a high mean PAP (≥ 35 mmHg) had on average significantly higher values of the mean voice biomarker compared to those with a lower mean PAP (0.74 ± 0.85 vs. 0.40 ± 0.88 p = 0.046). Multivariate logistic regression showed that an increase in the mean voice biomarker by 1 unit was associated with a high PAP, odds ratio 2.31, 95% CI 1.05–5.07, p = 0.038. This study shows a relationship between a noninvasive vocal biomarker and an invasively derived hemodynamic index related to PH obtained during clinically indicated cardiac catheterization. These results may have important practical clinical implications for telemedicine and remote monitoring of patients with heart failure and PH. Public Library of Science 2020-04-16 /pmc/articles/PMC7162478/ /pubmed/32298301 http://dx.doi.org/10.1371/journal.pone.0231441 Text en © 2020 Sara et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Sara, Jaskanwal Deep Singh
Maor, Elad
Borlaug, Barry
Lewis, Bradley R.
Orbelo, Diana
Lerman, Lliach O.
Lerman, Amir
Non-invasive vocal biomarker is associated with pulmonary hypertension
title Non-invasive vocal biomarker is associated with pulmonary hypertension
title_full Non-invasive vocal biomarker is associated with pulmonary hypertension
title_fullStr Non-invasive vocal biomarker is associated with pulmonary hypertension
title_full_unstemmed Non-invasive vocal biomarker is associated with pulmonary hypertension
title_short Non-invasive vocal biomarker is associated with pulmonary hypertension
title_sort non-invasive vocal biomarker is associated with pulmonary hypertension
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7162478/
https://www.ncbi.nlm.nih.gov/pubmed/32298301
http://dx.doi.org/10.1371/journal.pone.0231441
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